{"id":"W2013372693","doi":"10.5489/cuaj.11236","title":"Preoperative hydronephrosis and diabetes mellitus predict poor prognosis in upper urinary tract urothelial carcinoma","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urothelial carcinoma; Medicine; Hydronephrosis; Urology; Diabetes mellitus; Upper urinary tract; Urinary system; Internal medicine; Oncology; Bladder cancer; Cancer; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004647962,0.0001900038,0.0002005593,0.0005415166,0.0001947386,0.0004271397,0.0001630351,0.0002683226,0.001018451],"category_scores_gemma":[0.001656464,0.0001381859,0.0002597262,0.0005840286,0.0002005004,0.0002705581,0.0002717162,0.0002155355,0.00014943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161205,"about_ca_system_score_gemma":0.000215772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238098,"about_ca_topic_score_gemma":0.002112991,"domain_scores_codex":[0.9998332,0.00004904513,0.0000230743,0.00002144494,0.00003253029,0.00004055347],"domain_scores_gemma":[0.9985245,0.0004138307,0.000706178,0.00005752939,0.00008167941,0.0002162515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004982257,0.000005433969,0.9991185,0.000003520832,0.00001214238,0.00003297094,0.000006387814,0.00003400457,0.0000629099,0.000001319167,0.000010686,0.0006623005],"study_design_scores_gemma":[0.000003149708,0.00007348136,0.9989617,0.000004510372,0.000021687,0.0005049062,0.00004270283,0.0002195113,0.00007979186,0.00001023743,0.00007596394,0.000002293807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993541,0.0004022782,0.00005836895,0.00001470656,0.000003024803,0.000001833857,0.00007036693,0.000001605298,0.00009379057],"genre_scores_gemma":[0.9997273,0.00008574931,0.00005380008,0.00000452857,0.000006290284,0.000001145044,0.0000932804,3.594575e-7,0.00002747444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238098,"threshold_uncertainty_score":0.003407121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301299957288718,"score_gpt":0.2324531060809786,"score_spread":0.2194401065080914,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}